STQM 270 - Introduction to Data Mining

Define data mining and explore various real-world applications. Explore data mining processes and data mining strategies. Prepare appropriately the data for a data mining session. Create models within each of the data mining strategies using appropriate data mining techniques such as decision trees, k-means, apriori algorithm, and/or neural network. Using a data mining software, create models appropriate to the problem, interpret and evaluate the results, and compare to obtain the best model. Typically Offered Fall, Spring and Summer.
Level: UG
Credit Hours: 3

Prerequisite STQM 260/C- Or COHP 350/C- Or MATH 251/C- Or MFGE 341/C- Or PSYC 210/C- Or SOCY 371/C-
STQM-200-200508

Department: MKTG